As the freespace detection task needs the network to have large receptive field, however, the CNN has the limited receptive field. Inspired by the success of the Transformer framework in capturing local and global information. We introduce the Transformer network architecture proposed by Xie [1]} into the off-road freespace detection task. The structure of the our OFF-Net is illustrated in Fig. REF , and the special modules are described as follows.
